#Machine Learning
In Machine Learning, artificial systems learn from experience – similar to humans. This technology can be used in various applications in research and practice, for example to analyse medical data or fend off IT attacks.
Publications
Feilacher, D., Girsule, B., Lehner, S., Heller, M., Smith, H., & Jakl, A. (2025). Smart Companion: An Audio-visual Lying Person Detection System Integrated in a Robot Vacuum Cleaner. Proceedings of the 11th International Conference on Sensors and Electronic Instrumentation Advances (SEIA" 2025), 57–62. https://www.seia-conference.com/seia_2025_proceedings.html
Jakl, A., Feilacher, D., Lehner, S., Girsule, B., & Heller, M. (2025). From Lab to Living Room: The Smart Companion"s Journey in Real-World Fall Detection and User Engagement Powered by an AI-Driven Vacuum Cleaning Robot. Abstractband: 18. Forschungsforum Der Österreichischen Fachhochschulen : 7. - 8. Mai 2025, 59–60. https://doi.org/10.34895/hcw.0027
Proksa, F. (2025, July 3). Interdisciplinary Alliances with Artistic and AI-Driven Research [Vortrag]. Tricky Women – Best Practice, International Forum, Vienna, Filmmusem. https://online.trickywomen.at/p/25_Sup_Pro_Best_Practice
Lehner, S. (2025). The design and discursive construction of a ‘speaking’ vacuum cleaning robot for assistive purposes: Findings on communication ideologies from a current research and development project. AI-Linguistica. Linguistic Studies on AI-Generated Texts and Discourses, 2(1). https://doi.org/10.62408/ai-ling.v2i1.16
Schmiedl, K. (2025, June 3). Animation in Title Sequences of Austrian Broadcasting Productions from 1960 to 1989. Animafest Scanner XII, Zagreb, Croatia. https://animafest.hr/en/2025/side_event_pro/read/animation_in_title_sequences_of_austrian_broadcasting_productions_from_1960_to_1989_kristina_schmiedl
Apellaniz Portos, M., Labadie-Tamayo, R., Stemmler, C., Feyersinger, E., Babic, A., Bruckner, F., Öhner, V., & Zeppelzauer, M. (2024). Analysis of Hybrid Compositions in Animation Film with Weakly Supervised Learning. Vision of Art - Workshop at the European Conference of Computer Vision (ECCV), 14.
Stemmler, C. (2024, October 9). AniVision: New Technology-assisted Approach to Studying Animation History. CAGA Conference, Viborg.
Animationen in Signations des ORF von 1960 bis 1989. (2024). [Masterthesis]. Fachhochschule St. Pölten.
Apellaniz Portos, M., & Stemmler, C. (2024, May 6). AniVision: Using AI for Studying Animation Aesthetics. Animafest Scanner XI, Zagreb.
Feyersinger, E., & Stemmler, C. (2024, May 24). AniVision: Animation im deutschsprachigen Lehrfilm [Vortrag]. Lehrfilm erforschen. Theoretische und methodische Zugriffe auf den edukativen FIlms, Online - Paderborn.